School of Life Science, Hubei University, Wuhan 430062, China.
Institute of Basic Research in Clinical Medicine, China Academy of Chinese Medical Sciences (CACMS), Beijing 100700, China.
Viruses. 2022 Jul 26;14(8):1625. doi: 10.3390/v14081625.
Influenza A virus (IAV) requires the host cellular machinery for many aspects of its life cycle. Knowledge of these host cell requirements not only reveals molecular pathways exploited by the virus or triggered by the immune system but also provides further targets for antiviral drug development. To uncover critical pathways and potential targets of influenza infection, we assembled a large amount of data from 8 RNA sequencing studies of IAV infection for integrative network analysis. Weighted gene co-expression network analysis (WGCNA) was performed to investigate modules and genes correlated with the time course of infection and/or multiplicity of infection (MOI). Gene Ontology (GO) and Kyoto Encyclopedia of Genes and Genomes (KEGG) enrichment analyses were performed to explore the biological functions and pathways of the genes in 5 significant modules. Top hub genes were identified using the cytoHubba plugin in the protein interaction network. The correlation between expression levels of 7 top hub genes and time course or MOI was displayed and validated, including BCL2L13, PLSCR1, ARID5A, LMO2, NDRG4, HAP1, and CARD10. Dysregulated expression of these genes potently impacted the development of IAV infection through modulating IAV-related biological processes and pathways. This study provides further insights into the underlying molecular mechanisms and potential targets in IAV infection.
甲型流感病毒 (IAV) 在其生命周期的许多方面都需要宿主细胞机制。了解这些宿主细胞的要求不仅揭示了病毒利用的分子途径或免疫系统触发的途径,还为抗病毒药物的开发提供了进一步的目标。为了揭示流感感染的关键途径和潜在靶点,我们从 8 项关于 IAV 感染的 RNA 测序研究中收集了大量数据,进行了综合网络分析。加权基因共表达网络分析 (WGCNA) 用于研究与感染时间进程和/或感染复数 (MOI) 相关的模块和基因。基因本体论 (GO) 和京都基因与基因组百科全书 (KEGG) 富集分析用于探索 5 个显著模块中基因的生物学功能和途径。使用蛋白质相互作用网络中的 cytoHubba 插件识别顶级枢纽基因。显示和验证了 7 个顶级枢纽基因的表达水平与时间进程或 MOI 的相关性,包括 BCL2L13、PLSCR1、ARID5A、LMO2、NDRG4、HAP1 和 CARD10。这些基因的失调表达通过调节与 IAV 相关的生物学过程和途径,有力地影响了 IAV 感染的发展。本研究进一步深入了解了 IAV 感染的潜在分子机制和潜在靶点。